{"id":"W4289527602","doi":"10.1016/j.rcsop.2022.100164","title":"A protocol for a randomized controlled trial comparing Sleepwell, EMPOWER, and treatment-as-usual for benzodiazepine receptor agonist discontinuation in older adults: the your answers when needing sleep in New Brunswick (YAWNS NB) study","year":2022,"lang":"en","type":"article","venue":"Exploratory Research in Clinical and Social Pharmacy","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; University of New Brunswick; Université de Montréal; Nova Scotia Health Authority; Dalhousie University","funders":"Public Health Agency of Canada","keywords":"Discontinuation; Randomized controlled trial; Medicine; Psychological intervention; Cognition; Benzodiazepine; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04890965,0.005847723,0.009907699,0.003020207,0.005176394,0.004695238,0.003431505,0.008476102,0.1487706],"category_scores_gemma":[0.04638019,0.003043688,0.005778559,0.004245303,0.003643294,0.004117501,0.001988833,0.0119007,0.02186883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006401815,"about_ca_system_score_gemma":0.02495523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802739,"about_ca_topic_score_gemma":0.007008629,"domain_scores_codex":[0.9589554,0.02720477,0.00494276,0.003051088,0.003141498,0.002704424],"domain_scores_gemma":[0.9740826,0.009055598,0.004280393,0.003976049,0.006030051,0.002575136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6545422,0.02587345,0.001146388,0.06621785,0.003326641,0.0007850577,0.001822877,0.003447815,0.002931462,0.02236106,0.1254012,0.09214392],"study_design_scores_gemma":[0.835776,0.01693744,0.002105854,0.01218573,0.001001006,0.0001055548,0.0004129572,0.003209892,0.001071407,0.006928022,0.1200867,0.0001793555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004746324,0.0001304507,0.001070237,0.0001405786,0.0003458223,0.996014,0.001026054,0.00009272349,0.0007055155],"genre_scores_gemma":[0.0003905566,0.0000472328,0.001174619,0.00007806281,0.00002032349,0.9979951,0.00007304203,0.000003798588,0.000217286],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9971973,"threshold_uncertainty_score":0.4976872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2570818805027404,"score_gpt":0.5269980312396653,"score_spread":0.2699161507369249,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}